Noise in gene expression is coupled to growth rate

被引:61
作者
Keren, Leeat [1 ,2 ,3 ]
van Dijk, David [1 ,2 ,4 ]
Weingarten-Gabbay, Shira [1 ,2 ]
Davidi, Dan [3 ]
Jona, Ghil [5 ]
Weinberger, Adina [1 ,2 ]
Milo, Ron [3 ]
Segal, Eran [1 ,2 ]
机构
[1] Weizmann Inst Sci, Dept Comp Sci & Appl Math, IL-76100 Rehovot, Israel
[2] Weizmann Inst Sci, Dept Mol Cell Biol, IL-76100 Rehovot, Israel
[3] Weizmann Inst Sci, Dept Plant & Environm Sci, IL-76100 Rehovot, Israel
[4] Columbia Univ, Dept Biol Sci, Dept Syst Biol, New York, NY 10027 USA
[5] Weizmann Inst Sci, Biol Serv Unit, IL-76100 Rehovot, Israel
基金
欧洲研究理事会; 美国国家卫生研究院;
关键词
SACCHAROMYCES-CEREVISIAE; CELL-CYCLE; ESCHERICHIA-COLI; REGULATED GENES; VARIABILITY; IDENTIFICATION; STOCHASTICITY; TRANSCRIPTOME; ARCHITECTURE; PROTEOME;
D O I
10.1101/gr.191635.115
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Genetically identical cells exposed to the same environment display variability in gene expression (noise), with important consequences for the fidelity of cellular regulation and biological function. Although population average gene expression is tightly coupled to growth rate, the effects of changes in environmental conditions on expression variability are not known. Here, we measure the single-cell expression distributions of approximately 900 Saccharomyces cerevisiae promoters across four environmental conditions using flow cytometry, and find that gene expression noise is tightly coupled to the environment and is generally higher at lower growth rates. Nutrient-poor conditions, which support lower growth rates, display elevated levels of noise for most promoters, regardless of their specific expression values. We present a simple model of noise in expression that results from having an asynchronous population, with cells at different cell-cycle stages, and with different partitioning of the cells between the stages at different growth rates. This model predicts non-monotonic global changes in noise at different growth rates as well as overall higher variability in expression for cell-cycle regulated genes in all conditions. The consistency between this model and our data, as well as with noise measurements of cells growing in a chemostat at well-defined growth rates, suggests that cell-cycle heterogeneity is a major contributor to gene expression noise. Finally, we identify gene and promoter features that play a role in gene expression noise across conditions. Our results show the existence of growth-related global changes in gene expression noise and suggest their potential phenotypic implications.
引用
收藏
页码:1893 / 1902
页数:10
相关论文
共 63 条
  • [1] Enhancement of cellular memory by reducing stochastic transitions
    Acar, M
    Becskei, A
    van Oudenaarden, A
    [J]. NATURE, 2005, 435 (7039) : 228 - 232
  • [2] Stochastic switching as a survival strategy in fluctuating environments
    Acar, Murat
    Mettetal, Jerome T.
    van Oudenaarden, Alexander
    [J]. NATURE GENETICS, 2008, 40 (04) : 471 - 475
  • [3] Bacterial persistence as a phenotypic switch
    Balaban, NQ
    Merrin, J
    Chait, R
    Kowalik, L
    Leibler, S
    [J]. SCIENCE, 2004, 305 (5690) : 1622 - 1625
  • [4] Cellular Decision Making and Biological Noise: From Microbes to Mammals
    Balazsi, Gabor
    van Oudenaarden, Alexander
    Collins, James J.
    [J]. CELL, 2011, 144 (06) : 910 - 925
  • [5] Noise in protein expression scales with natural protein abundance
    Bar-Even, Arren
    Paulsson, Johan
    Maheshri, Narendra
    Carmi, Miri
    O'Shea, Erin
    Pilpel, Yitzhak
    Barkai, Naama
    [J]. NATURE GENETICS, 2006, 38 (06) : 636 - 643
  • [6] Identification and distinct regulation of yeast TATA box-containing genes
    Basehoar, AD
    Zanton, SJ
    Pugh, BF
    [J]. CELL, 2004, 116 (05) : 699 - 709
  • [7] Shared control of gene expression in bacteria by transcription factors and global physiology of the cell
    Berthoumieux, Sara
    de Jong, Hidde
    Baptist, Guillaume
    Pinel, Corinne
    Ranquet, Caroline
    Ropers, Delphine
    Geiselmann, Johannes
    [J]. MOLECULAR SYSTEMS BIOLOGY, 2013, 9
  • [8] Phenotypic consequences of promoter-mediated transcriptional noise
    Blake, William J.
    Balazsi, Gbor
    Kohanski, Michael A.
    Isaacs, Farren J.
    Murphy, Kevin F.
    Kuang, Yina
    Cantor, Charles R.
    Walt, David R.
    Collins, James J.
    [J]. MOLECULAR CELL, 2006, 24 (06) : 853 - 865
  • [9] Noise in eukaryotic gene expression
    Blake, WJ
    Kærn, M
    Cantor, CR
    Collins, JJ
    [J]. NATURE, 2003, 422 (6932) : 633 - 637
  • [10] Coordination of growth rate, cell cycle, stress response, and metabolic activity in yeast
    Brauer, Matthew J.
    Huttenhower, Curtis
    Airoldi, Edoardo M.
    Rosenstein, Rachel
    Matese, John C.
    Gresham, David
    Boer, Viktor M.
    Troyanskaya, Olga G.
    Botstein, David
    [J]. MOLECULAR BIOLOGY OF THE CELL, 2008, 19 (01) : 352 - 367